docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
chronic chronic regions of encephalomalacia | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
chronic congestive heart failure, bilateral lower extremity | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
chronic debility from the paraplegia | R53.81 | Other malaise | Other malaise |
chronic diabetic foot | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Chronic diabetic foot ulcer left foot | L97.519 | Non-prs chronic ulcer oth prt right foot w unsp severity | Non-pressure chronic ulcer of other part of right foot with unspecified severity |
chronic DIC | D65 | Disseminated intravascular coagulation | Disseminated intravascular coagulation [defibrination syndrome] |
chronic dizziness with sinusitis | R42 | Dizziness and giddiness | Dizziness and giddiness |
chronic DM | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Chronic duodenitis | K29.80 | Duodenitis without bleeding | Duodenitis without bleeding |
chronic dyspnea | R06.00 | Dyspnea, unspecified | Dyspnea, unspecified |
Chronic encephalopathy | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
Chronic essential hypertension with hypertensive heart disease | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
chronic foot osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
chronic foot pain | M79.673 | Pain in unspecified foot | Pain in unspecified foot |
chronic gastrointestinal upset | K30 | Functional dyspepsia | Functional dyspepsia |
chronic GI bleeding | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
chronic GI blood loss | R58 | Hemorrhage, not elsewhere classified | Hemorrhage, not elsewhere classified |
chronic granulomkatous disease of lung | J98.4 | Other disorders of lung | Other disorders of lung |
Chronic heart failure, currently stable | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
chronic heavy smoking | Z87.891 | Personal history of nicotine dependence | Personal history of nicotine dependence |
Chronic heavy smoking history | Z87.891 | Personal history of nicotine dependence | Personal history of nicotine dependence |
Chronic Hep C | B19.20 | Unspecified viral hepatitis C without hepatic coma | Unspecified viral hepatitis C without hepatic coma |
Chronic Hyponatremia - moderate to severe | E87.1 | Hypo-osmolality and hyponatremia | Hypo-osmolality and hyponatremia |
Chronic Hypotension | I95.89 | Other hypotension | Other hypotension |
Chronic Illness involved: HTN | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
chronic in nature as pt noting weeks of pain | G89.29 | Other chronic pain | Other chronic pain |
chronic interstitial pneumonia | J84.9 | Interstitial pulmonary disease, unspecified | Interstitial pulmonary disease, unspecified |
Chronic iron deficient | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
chronic issues of CP | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chronic kidney disease - has chronic kidney disease | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Chronic kidney disease [stage 2 | N18.2 | Chronic kidney disease, stage 2 (mild) | Chronic kidney disease, stage 2 (mild) |
Chronic kidney disease diabetes | E11.22 | Type 2 diabetes mellitus w diabetic chronic kidney disease | Type 2 diabetes mellitus with diabetic chronic kidney disease |
chronic kidney disease is stage III | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
chronic kidney disease stage 3 | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Chronic kidney disease stage II | N18.2 | Chronic kidney disease, stage 2 (mild) | Chronic kidney disease, stage 2 (mild) |
chronic kidney disease stage III | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Chronic kidney disease stage IV, severe | N18.4 | Chronic kidney disease, stage 4 (severe) | Chronic kidney disease, stage 4 (severe) |
chronic kidney disease which can contributed with the diabetes | E11.22 | Type 2 diabetes mellitus w diabetic chronic kidney disease | Type 2 diabetes mellitus with diabetic chronic kidney disease |
Chronic kidney disease with diabetes | E11.22 | Type 2 diabetes mellitus w diabetic chronic kidney disease | Type 2 diabetes mellitus with diabetic chronic kidney disease |
chronic kidney disease with end-stage | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
chronic kidney disease with subnephrotic proteinuria | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
chronic kidney disease, diabetes. | E11.22 | Type 2 diabetes mellitus w diabetic chronic kidney disease | Type 2 diabetes mellitus with diabetic chronic kidney disease |
chronic kidney disease, kidney | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Chronic kidney disease, on dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
chronic kidney disease, on peritoneal dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
chronic kidney disease, stage III | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
chronic kidney dtive heart failure | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
chronic left shouler arm pain | G89.29 | Other chronic pain | Other chronic pain |
chronic left arm pain | G89.29 | Other chronic pain | Other chronic pain |
Chronic left heel ulcer | L97.429 | Non-prs chronic ulcer of left heel and midfoot w unsp severt | Non-pressure chronic ulcer of left heel and midfoot with unspecified severity |
Chronic left shoulder pain | G89.29 | Other chronic pain | Other chronic pain |
chronic left sided pleuritic chest pain | R07.81 | Pleurodynia | Pleurodynia |
chronic leg pain | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
Chronic LGIB | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
chronic low back pain syndrome | G89.29 | Other chronic pain | Other chronic pain |
chronic low back pain with sciatica | M54.5 | Low back pain | Low back pain |
Chronic low back pain, stable | M54.5 | Low back pain | Low back pain |
chronic lower back pain | G89.29 | Other chronic pain | Other chronic pain |
chronic lower extremity pain | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
chronic lower gi bleed | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
Chronic lumbar disk disease | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
chronic lung disease given the findings of chronic | J98.4 | Other disorders of lung | Other disorders of lung |
chronic lung disease, hypertension. | J98.4 | Other disorders of lung | Other disorders of lung |
chronic lung finding | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
Chronic lymphedema | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
Chronic lymphedema with venous stasis | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
chronic malnutrition | E46 | Unspecified protein-calorie malnutrition | Unspecified protein-calorie malnutrition |
chronic mastoiditis | H70.10 | Chronic mastoiditis, unspecified ear | Chronic mastoiditis, unspecified ear |
Chronic maxillary sinusitis | J32.0 | Chronic maxillary sinusitis | Chronic maxillary sinusitis |
chronic methamphetamine abuse | F15.10 | Other stimulant abuse, uncomplicated | Other stimulant abuse, uncomplicated |
Chronic methamphetamine use | F15.90 | Other stimulant use, unspecified, uncomplicated | Other stimulant use, unspecified, uncomplicated |
CHRONIC MIGRAINE HEADACHE | G43.709 | Chronic migraine w/o aura, not intractable, w/o stat migr | Chronic migraine without aura, not intractable, without status migrainosus |
Chronic nausea since gastric | R11.0 | Nausea | Nausea |
chronic nonhealing decubitus | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
chronic nosebleeds | R04.0 | Epistaxis | Epistaxis |
Chronic obstructive lung disease [mild | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
chronic obstructive pulmonary disease as well as asthma | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
chronic obstructive pulmonary disease exacerbation, likely from the pneumonia | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
chronic obstructive pulmonary disease, currently controlled | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
chronic osteomyelitis and extensive soft tissue | M86.60 | Other chronic osteomyelitis, unspecified site | Other chronic osteomyelitis, unspecified site |
Chronic osteomyelitis of left elbow | M86.60 | Other chronic osteomyelitis, unspecified site | Other chronic osteomyelitis, unspecified site |
chronic osteoporosis | M81.0 | Age-related osteoporosis w/o current pathological fracture | Age-related osteoporosis without current pathological fracture |
chronic pain (feet | G89.29 | Other chronic pain | Other chronic pain |
Chronic pain [right shoulder | G89.29 | Other chronic pain | Other chronic pain |
chronic pain controlled | G89.29 | Other chronic pain | Other chronic pain |
Chronic pain secondary to surgical | G89.29 | Other chronic pain | Other chronic pain |
chronic pain syndrome from back | G89.4 | Chronic pain syndrome | Chronic pain syndrome |
chronic pain to L ankle | G89.29 | Other chronic pain | Other chronic pain |
Chronic pain, more likely neuropathy | G89.29 | Other chronic pain | Other chronic pain |
Chronic pancreatitis #3 dehydration | E86.0 | Dehydration | Dehydration |
chronic paraplegia, Colostomy | G82.20 | Paraplegia, unspecified | Paraplegia, unspecified |
chronic plantar fasciitis right foot | M72.2 | Plantar fascial fibromatosis | Plantar fascial fibromatosis |
chronic problems including congestive heart failure | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
chronic R heel ulcer | L97.409 | Non-prs chronic ulcer of unsp heel and midfoot w unsp severt | Non-pressure chronic ulcer of unspecified heel and midfoot with unspecified severity |
chronic R sided pleuritic chest pain | R07.81 | Pleurodynia | Pleurodynia |
Chronic rectal bleeding w/anemia | K62.5 | Hemorrhage of anus and rectum | Hemorrhage of anus and rectum |
chronic recurrent genital herpes | A60.00 | Herpesviral infection of urogenital system, unspecified | Herpesviral infection of urogenital system, unspecified |
Chronic regions of encephalomalacia | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
chronic renal disease, anxiety | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Chronic Renal failure on Hemodialysis | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Subsets and Splits
Stratified Sample of 3500
Provides a stratified random sample of approximately 3500 rows, ensuring representation from all dxcode classes, which is useful for balanced data analysis and model training.
Random Validation & Test Samples
Randomly selects 750 samples from both validation and test datasets, labeling them accordingly, which provides basic data exploration but limited analytical value.
Random Sampled Dataset Split
Randomly selects a subset of records from train, validation, and test datasets, which provides basic sampling but limited analytical value.